Introduces the OACIR task requiring instance-level consistency via bounding-box anchors, a 160K real-world benchmark OACIRR, and the AdaFocal framework that adaptively focuses attention on the anchored region.
Meta-personalizing vision- language models to find named instances in video
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Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval
Introduces the OACIR task requiring instance-level consistency via bounding-box anchors, a 160K real-world benchmark OACIRR, and the AdaFocal framework that adaptively focuses attention on the anchored region.